218X Final Assignment Draft

Bellow I have many of the graphs I intend to include in my project. Looking towards a final design I will be adding:

• a written analysis alongside the figures
• a layer to the map which is shaded for proportion of park area
• a shift of the race equity plot to a gg plot, though I am having problems with legend placement
• a buffer analysis of park location in San Francisco. Note I have switch my scope to only analyzing San Francisco because if I add this element of analysis I only have the park location data for San Francisco.

I am also considering adding another graph but cannot decide where to effectively add one.

It has also occurred to me that cultural neighborhoods may be a confounding variable in my analysis, but I am not sure if that is something that can be influenced.

I believe the park data I am using is tied to 2010 tracts even though it is from 2018, so I wanted to prove the tracts were the same before using data interchangeably with 2010 and 2020 tracts. The area differential between these two tracts is 0 m^2 .